|
Iteration
|
Number of variables
|
OOB-ER overall misclassification (%)
|
Non-atopic misclassification (%)
|
Atopic misclassification (%)
|
|---|
|
1
|
254,460
|
38.43
|
19.87
|
78.95
|
|
2
|
127,230
|
35.12
|
17.46
|
73.68
|
|
3
|
63,615
|
33.05
|
19.27
|
63.15
|
|
4
|
31,807
|
27.68
|
10.24
|
65.78
|
|
5
|
15,903
|
24.38
|
9.03
|
57.89
|
|
6
|
7,951
|
16.94
|
4.21
|
44.73
|
|
7
|
3,975
|
14.87
|
5.42
|
35.52
|
|
8
|
1,987
|
11.15
|
4.21
|
26.31
|
|
9
|
993
|
11.57
|
4.81
|
26.31
|
|
10
|
496
|
9.09
|
5.42
|
17.10
|
|
11
|
248
|
8.67
|
5.42
|
15.78
|
|
12
|
124
|
9.09
|
5.42
|
17.10
|
|
13
|
62
|
9.50
|
7.22
|
14.47
|
|
14
|
31
|
11.98
|
9.63
|
17.10
|
|
15
|
15
|
15.70
|
13.85
|
19.73
|
-
OOB-ER out-of-bag error rate
